DocumentCode :
2480056
Title :
Multi-resolution wavelet method for roll eccentricity compensation in strip rolling mills
Author :
Chen, Zhiming ; Luo, Fei ; Xu, Yuge ; Zhao, Shaohua
Author_Institution :
Coll. of Autom. Sci. & Eng., South China Univ. of Technol., Guangzhou
fYear :
2008
fDate :
25-27 June 2008
Firstpage :
1584
Lastpage :
1587
Abstract :
In order to compensate the roll eccentricity in hot strip rolling process, a multi-resolution wavelet transform method was proposed. This wavelet method has quiet good localization characteristic in both time domain and frequency domain. To eliminate frequency aliases inhered in Mallat algorithm, an anti-aliasing algorithm combining fast Fourier transform (FFT) and inverse fast Fourier transform (IFFT) was introduced. Its implementation was described in detail. The roll eccentricity component was extracted and reconstructed from the integrated rolling force signal based on this proposed wavelet method. A controller added with multi-resolution wavelet analyzer and roll eccentricity compensator was designed. Results from an experiment illustrate that this new method could greatly restrain the inverse effect of eccentricity and improve the thickness control accuracy.
Keywords :
compensation; control system synthesis; fast Fourier transforms; frequency-domain analysis; hot rolling; inverse problems; process control; rolling mills; strips; time-domain analysis; wavelet transforms; FFT; IFFT; anti aliasing algorithm; fast Fourier transform; frequency domain; hot strip rolling mill process; inverse fast Fourier transform; multiresolution wavelet transform method; roll eccentricity compensator design; time domain; Automatic control; Automation; Control systems; Fast Fourier transforms; Frequency domain analysis; Milling machines; Neural networks; Strips; Thickness control; Wavelet analysis; Controller; Multi-resolution decomposition; Roll eccentricity compensation; Wavelet analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
Type :
conf
DOI :
10.1109/WCICA.2008.4593154
Filename :
4593154
Link To Document :
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